ARTIFICIAL INTELLIGENCE IN SPORT PERFORMANCE ANALYSIS

To understand the dynamic patterns of behaviours and interactions between athletes that characterise successful performance in different sports is an important challenge for all sport practitioners. This book guides the reader in understanding how an ecological dynamics framework for use of artifici...

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Bibliographic Details
Main Authors: Araujo, Duarte (Author), Couceiro, Micael (Author), Seifert, Ludovic (Author), Sarmento, Hugo (Author), Davids, Keith (Author)
Format: Book
Language:English
Published: New York Routledge 2021
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100 1 |a Araujo, Duarte  |e author 
245 1 0 |a ARTIFICIAL INTELLIGENCE IN SPORT PERFORMANCE ANALYSIS  |c Duarte Araújo, Micael Couceiro, Ludovic Seifert, Hugo Sarmento, and Keith Davids 
264 1 |a New York  |b Routledge  |c 2021 
264 4 |c ©2021 
300 |a xxv, 196 pages  |b illustrations  |c 23 cm 
336 |a text  |2 rdacontent 
337 |a unmediated  |2 rdamedia 
338 |a volume  |2 rdacarrier 
504 |a Includes bibliographical references and index 
520 |a To understand the dynamic patterns of behaviours and interactions between athletes that characterise successful performance in different sports is an important challenge for all sport practitioners. This book guides the reader in understanding how an ecological dynamics framework for use of artificial intelligence (AI) can be implemented to interpret sport performance and the design of practice contexts. By examining how AI methodologies are utilised in team games, such as football, as well as individual sports, such as golf and climbing, this book provides a better understanding of the kinematic and physiological indicators that might better capture athletic performance by looking at the current state-of-the-art AI approaches. Artificial Intelligence in Sport Performance Analysis provides an all-encompassing perspective in an innovative approach that signals practical applications for both academics and practitioners in the fields of coaching, sports analysis, sport science as well as related subjects such as engineering, computer and data science, and statistics. 
592 |a LRBC0015/2024  |b 30/5/2024  |c RM209.84  |h Love Reading Book Centre 
650 0 |a Sports  |x physiological aspects 
650 0 |a Artificial intelligence 
650 0 |a Sports  |x Physiological aspects  |x Research  |x Methodology 
650 0 |a Performance  |x Data processing 
650 0 |a Sports sciences  |x Data processing 
650 0 |a Performance  |x Research  |x Methodology 
700 1 |a Couceiro, Micael  |e author 
700 1 |a Seifert, Ludovic  |e author 
700 1 |a Sarmento, Hugo  |e author 
700 1 |a Davids, Keith  |e author 
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